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Region of interest detection using MLP

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Kärkkäinen, T., Maslov, A., & Wartiainen, P. (2014). Region of interest detection using MLP. In 22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014. ESANN. Retrieved from https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf
Published in
The European Symposium on Artificial Neural Networks;
Authors
Kärkkäinen, Tommi |
Maslov, Alexandr |
Wartiainen, Pekka
Date
2014
Discipline
Tietotekniikka
Copyright
© the Authors, 2014.

 
A novel technique to detect regions of interest in a time series as deviation from the characteristic behavior is proposed. The deterministic form of a signal is obtained using a reliably trained MLP neural network with detailed complexity management and cross-validation based generalization assurance. The proposed technique is demonstrated with simulated and real data.
Publisher
ESANN
Is part of publication
22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014, ISBN 978-2-8741-9095-7
Keywords
MLP neural networks

Original source
https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf

URI

http://urn.fi/URN:NBN:fi:jyu-201706283139

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